AI Workload Guardrails
Humans, services, and AI agents should share one policy engine — not a separate "AI governance" stack.
Humans, services, and AI agents should share one policy engine — not a separate "AI governance" stack.
Define a promotion chain (dev → staging → prod) in entity environment config.
Opinionated guidance for production OPA with EnforceAuth.
Well-structured Rego is easier to review in Git, test in CI, and promote through EnforceAuth environments. These conventions match what we see in enterprise Policy-as-Code repos.
Authorization bugs are false allows — the highest-severity class of policy defects. Test Rego before EnforceAuth promotes bundles to production.